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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "This is how a state …" 450 comments · Page 4 of 18
Why did you label this video as "Canada's Indian metropolis", name it as "Canada's Sikh metropolis", I am from Northeast India and I share no similarities to them, neither in looks nor religion. Pakistan also …
Why did you label this video as "Canada's Indian metropolis", name it as "Canada's Sikh metropolis", I am from Northeast India and I share no similarities to them, neither in looks nor religion. Pakistan also has a significant population of sikhs and they also migrate to canada. So call them what they are, one spoiled state in India does not represent us and the whole of India and these runaway cowards certainly dont represent me.
Identity Attack0.38215697
Insult0.48313886
Profanity0.09066332
Threat0.009644418
Severe Toxicity0.016512826
Moderate 0.44393396 Constructive 0.598 Identity_Assertion
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is invaded by US. United States is one of the most evil countries on the planet. Love you, Canada.
Canada is invaded by US. United States is one of the most evil countries on the planet. Love you, Canada.
Identity Attack0.48915586
Insult0.40189892
Profanity0.06495911
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.43965456 Low Con 0.299 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
White culture is being destroyed by 3rd world immigrants. This is happening in Canada, Europe & the United States.
White culture is being destroyed by 3rd world immigrants. This is happening in Canada, Europe & the United States.
Identity Attack0.5135796
Insult0.24630153
Profanity0.09324962
Threat0.059796512
Severe Toxicity0.023076924
Moderate 0.4394682 Low Con 0.294 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As an white american with white skin I want to have as many indians as possibly move to my home-town. I want a militant hindu state in my back yard subsidized with my tax dollars. …
As an white american with white skin I want to have as many indians as possibly move to my home-town. I want a militant hindu state in my back yard subsidized with my tax dollars. I want hindu death squads delivering my mail and suspecting that a white american lives in my house which is true. I want to admire from afar massive temples as they erect them. I want to fear for the lives of my friends and family. I want the thrill of knowing I’m running out of time. I want this. I want Ontario in my back yard. I want india. I want it so bad I need it now. I need india and I need cows and curry. I can’t take it.
Identity Attack0.5135796
Insult0.33154017
Profanity0.257327
Threat0.34804323
Severe Toxicity0.11492836
Moderate 0.43720075 Moderate Con 0.431 Identity Attack Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Like a true 'murican, tries to make a Canadian issue about their garbage state of a country. The real issue is LMIA scams and easy access to TFW. That's why every Tim Hortons fired all …
Like a true 'murican, tries to make a Canadian issue about their garbage state of a country. The real issue is LMIA scams and easy access to TFW. That's why every Tim Hortons fired all their current staff for Indian TFW, it's cheaper.
Identity Attack0.29188538
Insult0.4794537
Profanity0.09744903
Threat0.0072753434
Severe Toxicity0.014576134
Moderate 0.43720075 Moderate Con 0.374 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
What's it to you. It's about time you put your own racists advice and go back to United States Tyler. Our problem is our problem, you go take care of you iced sleepy trump probs
What's it to you. It's about time you put your own racists advice and go back to United States Tyler. Our problem is our problem, you go take care of you iced sleepy trump probs
Identity Attack0.2331515
Insult0.47020787
Profanity0.059948977
Threat0.010265815
Severe Toxicity0.016577384
Moderate 0.43475235 Low Con 0.211
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Identity Attack0.46050715
Insult0.41530323
Profanity0.0887236
Threat0.0077802283
Severe Toxicity0.016512826
Moderate 0.4269174 Moderate Con 0.472 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
We should turn Canada into the united states and deport em all
We should turn Canada into the united states and deport em all
Identity Attack0.47178617
Insult0.16890354
Profanity0.075468846
Threat0.28031203
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.156 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
The economic and political state of India hasn't really changed... WTF is this guy on?! 4th largest economy in the world BTW.
The economic and political state of India hasn't really changed... WTF is this guy on?! 4th largest economy in the world BTW.
Identity Attack0.10221587
Insult0.24928534
Profanity0.44431314
Threat0.009696201
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.228 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Your ancestors annihilated the aborigines and now you're complaining. Canada is a British satellite state. Remember your ancestors colonized the world, destroyed so many civilizations and millions of people lost lives. Not to mention they …
Your ancestors annihilated the aborigines and now you're complaining. Canada is a British satellite state. Remember your ancestors colonized the world, destroyed so many civilizations and millions of people lost lives. Not to mention they looted the world and now you're crying.
Identity Attack0.32184324
Insult0.34203702
Profanity0.091633186
Threat0.12536226
Severe Toxicity0.023076924
Moderate 0.42349213 Moderate Con 0.428
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I hope Trump was joking when saying India will be the 51 state, i mean canada. WTF happened?
I hope Trump was joking when saying India will be the 51 state, i mean canada. WTF happened?
Identity Attack0.053854458
Insult0.23237456
Profanity0.44431314
Threat0.00951496
Severe Toxicity0.019611536
Moderate 0.42129645 Low Con 0.278 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and the city was a great blue collar town to spend time in… ever since the Indian invasion I almost never go, seeing people defaecate and urinate frequently in public, the abhorrent driving, the dirtiness, & the incredible rudeness of the Indian population has made me not visit in yrs now. It’s getting worse in other areas like Niagara as well, where the same problem is occurring. What kills me is that if anyone who’s white speaks up about this the pathetic liberals instantly call you a “bigot” or a “Racist” for simply stating facts and expressing how MANY of us are feeling. A vast majority of Canadians had NO problem with the initial influx of Indians moving here in the early 2000’s they came over we’re very respectful, assimilated, became Canadians, & respected Canada and Canadians… this last 15 yrs has been the exact opposite.
Identity Attack0.4453683
Insult0.40243408
Profanity0.26735115
Threat0.030623792
Severe Toxicity0.023927659
Moderate 0.41168427 Constructive 0.738 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All of these immigrants should stop fleeing their country and revolt like Black Americans did so they can be in the United States. Black Americans built this country and all these people would not be …
All of these immigrants should stop fleeing their country and revolt like Black Americans did so they can be in the United States. Black Americans built this country and all these people would not be here if it wasn't for our civil rights movement✊🏽 we built the country and everybody thrives off the fruits of our labor😏
Identity Attack0.50515443
Insult0.24928534
Profanity0.08613731
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.576 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Shame you had to come to my hometown and ragebait. Hope you're back in the states and never come back.
Shame you had to come to my hometown and ragebait. Hope you're back in the states and never come back.
Identity Attack0.17381613
Insult0.37279442
Profanity0.066963166
Threat0.13599728
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.376 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about …
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about an American education system would compare to say the local village school in rural Kenya? Do you think something like that would play a part in iq level? Some of you need to get your own checked I swear. 35% of Kenyans live under the FOOD poverty standard. 18.3 million people live under the food poverty line in the United States (13%> of US population) 18.5 million live under the food poverty line in Kenya. The population of Kenya is around 53 million. That’s just over 1/7 of the US population. Do you think that maybe plays a part? That’s only one country, we can keep going, if you crunch the numbers on the whole continent it’s so obvious that you’d have to be .. low iq not to see it lol.
Identity Attack0.37082586
Insult0.4125297
Profanity0.07223598
Threat0.009281937
Severe Toxicity0.018707745
Moderate 0.4014846 Moderate Con 0.48
Jan 27, 2026 Inside Canada's Indian Invasion...
You should see the state of the GTA at this point, it's ridiculous. I grew up there, in the span of just 30 years it's like a night and day difference in demographics. We went …
You should see the state of the GTA at this point, it's ridiculous. I grew up there, in the span of just 30 years it's like a night and day difference in demographics. We went from a high-trust society that could leave our doors unlocked during the day to the exact opposite. You can't walk around at night in some areas anymore, there is just so much violence now. Especially from gangs or wannabe fake gansters.
Identity Attack0.050216515
Insult0.46625584
Profanity0.13608865
Threat0.0130621
Severe Toxicity0.01083374
Moderate 0.4014846 Constructive 0.699 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights …
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights or try to pull off bs like this government is doing but Canadians are too drunk and too high to even do anything about it Canada has tampons in the men’s washroom enough said of the state of canada
Identity Attack0.39461556
Insult0.4125297
Profanity0.10797132
Threat0.008582866
Severe Toxicity0.019224197
Moderate 0.4014846 Moderate Con 0.463
Aug 28, 2025 Why Canadians Are Turning Against …
"Rape is not against their culture" how much of his life did he spend in Africa!? Africa is 54 nation states all kinds of tribes, cultures, climate, land scapes religions how was he able to …
"Rape is not against their culture" how much of his life did he spend in Africa!? Africa is 54 nation states all kinds of tribes, cultures, climate, land scapes religions how was he able to condemn all in such a short sentence!? Is he even mentally sound!?
Identity Attack0.36702603
Insult0.27558193
Profanity0.12035047
Threat0.08703069
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.411 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is a failed state. Come look at the corruption 😂❤
Canada is a failed state. Come look at the corruption 😂❤
Identity Attack0.37655997
Insult0.40243408
Profanity0.052183274
Threat0.00814271
Severe Toxicity0.01483436
Moderate 0.40060925 Low Con 0.15 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
My grandfather fought in wwII. It's sad but I'm so happy he is not here to see what has become of this country he fought and risked his life for. Its so pathetic . I've …
My grandfather fought in wwII. It's sad but I'm so happy he is not here to see what has become of this country he fought and risked his life for. Its so pathetic . I've always been proud to be Canadian now I want to get out of this country and live elsewhere. I feel my grandfather left his family risked his life for Canadians to be living in encampments while we continue to allow more immigrants into this country that do not respect it. Not only can we not find housing and are living in tents. It's funny but I don't see any immigrants living in tents. Where can I vote to be the 51st state. Sign me up
Identity Attack0.23770751
Insult0.44126466
Profanity0.0816113
Threat0.009281937
Severe Toxicity0.012703998
Moderate 0.39842087 Constructive 0.695 Personal_Narrative
Aug 30, 2025 7 likes Why Canadians Are Turning Against …
If Canadians are this angry then why don't they deport all except those who have pr and In first place why did your goverment let so many my people in your country. If they are …
If Canadians are this angry then why don't they deport all except those who have pr and In first place why did your goverment let so many my people in your country. If they are coming illegally then set up some of your soldiers at border and give order of shoot at sight. Then there will be no illiterate immigrants in your country also make some laws that states some percent of jobs reserves for Canadians (white)
Identity Attack0.44690517
Insult0.30326313
Profanity0.049678206
Threat0.27637172
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.378
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike …
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike is describing... the states and cities surrouding me as well. With karen feminists making sure they destroy the rest of us and having the white men escape to find their kryptonite the tight asians im about the go study the torah to make sure i have atleast half italian kids that can look like me.
Identity Attack0.48915586
Insult0.2659317
Profanity0.22592722
Threat0.071698055
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.428 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
believe it or not you cannot legally buy and carry a knife with the stated purpose of protecting yourself from people. you would face huge legal consequences for that! how insane is canada
believe it or not you cannot legally buy and carry a knife with the stated purpose of protecting yourself from people. you would face huge legal consequences for that! how insane is canada
Identity Attack0.2846865
Insult0.40243408
Profanity0.05168226
Threat0.027170537
Severe Toxicity0.012207031
Moderate 0.39669925 Low Con 0.262 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Khalistan is a scam used to seek asylum in other countries. It is an imaginary state that will never become a reality.
Khalistan is a scam used to seek asylum in other countries. It is an imaginary state that will never become a reality.
Identity Attack0.41975367
Insult0.36798462
Profanity0.10982819
Threat0.014220826
Severe Toxicity0.02167734
Moderate 0.39669925 Low Con 0.148 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
canadians have been conditioned to be mediocre and yet we have produced some of the greatest contributions to science, and human rights, olympic records and hollywood stars a lot of the world comes in third …
canadians have been conditioned to be mediocre and yet we have produced some of the greatest contributions to science, and human rights, olympic records and hollywood stars a lot of the world comes in third place when it comes to food production and still thats not enough for us and if you want to be famous you have to get that surgically inserted in the states no matter how funny or how good an actor you are.
Identity Attack0.28622448
Insult0.4339631
Profanity0.040158957
Threat0.0076119336
Severe Toxicity0.009994507
Moderate 0.39644176 Moderate Con 0.36
Sep 8, 2025 1 likes Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.